Ask AI’s take:

1. When each business unit builds its own AI applications separately, it leads to a fragmented environment with different interfaces, data sources, and security systems, making it hard to manage and increasing risks and costs.
2. This scattered approach can result in "shadow AI," duplicated spending, inconsistent intelligence, security gaps, and limited visibility for executives.  
3. A unified AI Governance and Trust Framework helps centralise oversight, automate policy enforcement, protect data, and create a strong foundation to scale AI safely across the whole company.
4. This framework ensures that all AI workloads share trusted data, identity, monitoring, and governance services, making it easier to control and manage risks as AI use grows.
5. Ultimately, moving from scattered AI projects to a unified framework allows companies to scale AI reliably, maintain accountability, and avoid problems that come from unmanaged growth.

​Sources:

• AI Governance & Trust Frameworks: The New Enterprise Imperative

👉 What’s the one business question you’d love AI to answer next week? Reply and let me know!

‍How Taiwan Mobile Turned Gaming into a Winning Growth Strategy

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Recognised as the Telco to Ace Gaming at the Twimbit Telecom Awards 2026, Taiwan Mobile has successfully built a thriving gaming ecosystem that extends beyond connectivity.

In this exclusive conversation, Evelyn Hung, BU Head of MyVideo at Taiwan Mobile, joins Rajesh Chandiramani, CEO of Comviva, to discuss how operators can build profitable gaming businesses, foster loyal communities through esports, and position gaming as a long-term strategic pillar for growth.

Featuring:

• Evelyn Hung, BU Head of MyVideo, Taiwan Mobile
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The Twimbit Telecom Awards celebrate the operators, leaders, and innovators shaping the future of telecom.

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